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    �Åj‹  ã                   ó‚   — d dl Z d dlmZ d dlmZmZmZ ddlmZm	Z	m
Z
mZ ddlmZ  G d„ d	ee         ¦  «        Zd	d
gZdS )é    N)Úoverride)ÚKeyConditionÚget_scale_and_output_channelsÚget_seq_lené   )ÚArchitectureÚImageModelDescriptorÚSizeRequirementsÚ	StateDicté   )ÚOmniSRc                   óL   ‡ — e Zd Zdˆ fd„Zededee         fd„¦   «         Zˆ xZ	S )Ú
OmniSRArchÚreturnNc                 óv   •— t          ¦   «                              dt          j        ddd¦  «        ¬¦  «         d S )Nr   z5residual_layer.0.residual_layer.0.layer.0.fn.0.weightúinput.weightúup.0.weight)ÚidÚdetect)ÚsuperÚ__init__r   Úhas_all)ÚselfÚ	__class__s    €úWC:\Projects\Historical\venv\Lib\site-packages\spandrel/architectures/OmniSR/__init__.pyr   zOmniSRArch.__init__   sJ   ø€ Ý‰Œ×ÒØÝÔ'ØGØØñô ð 	ñ 	
ô 	
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ð 	
ð 	
ó    Ú
state_dictc                 ó¾  — t          |                     ¦   «         ¦  «        }|D ]}|                     d¦  «        r||= Œd}d}d}d}d}d}	d}
d}d}|d         j        d	         }|d         j        d         }d
|v }|d         j        d	         }t	          ||¦  «        \  }}t          |d¦  «        }
t          |d¦  «        dz
  }d}||v r=d}||         j        d	         }t          t          j        |¦  «        dz   dz  ¦  «        }	nd}t          ||||||	|
||¬¦	  «	        }|› d�d|	› �|
› d�g}t          ||| |dk    rdnd|dd|||t          d¬¦  «        ¬¦  «        S )N)Ú	total_opsÚtotal_paramsr   é@   r   Té   é   r   r   z
input.biasr   Úresidual_layerzresidual_layer.0.residual_layerz@residual_layer.0.residual_layer.0.layer.2.fn.rel_pos_bias.weighté   F)	Ú	num_in_chÚ
num_out_chÚnum_featÚ	block_numÚpeÚwindow_sizeÚres_numÚup_scaleÚbiasÚnfÚwÚnrÚRestorationÚSRé   )Úminimum)	ÚarchitectureÚpurposeÚtagsÚsupports_halfÚsupports_bfloat16ÚscaleÚinput_channelsÚoutput_channelsÚsize_requirements)ÚsetÚkeysÚendswithÚshaper   r   ÚintÚmathÚsqrtr   r	   r
   )r   r   Ústate_dict_keysÚkeyr&   r'   r(   r)   r*   r+   r,   r-   r.   Úpixelshuffle_shapeÚrel_pos_bias_keyÚrel_pos_bias_weightÚmodelr8   s                     r   ÚloadzOmniSRArch.load   sö  € õ ˜jŸošoÑ/Ô/Ñ0Ô0ˆØ"ð 	$ð 	$ˆCØ�|Š|Ð9Ñ:Ô:ð $Ø˜s�Oøàˆ	Øˆ
ØˆØˆ	ØˆØˆØˆØˆØˆà˜nÔ-Ô3°AÔ6ˆØ˜~Ô.Ô4°QÔ7ˆ	Ø˜zÐ)ˆà'¨Ô6Ô<¸QÔ?ÐÝ<Ø 	ñ 
ô  
Ñˆ�*õ ˜jÐ*:Ñ;Ô;ˆÝ 
Ð,MÑNÔNÐQRÑRˆ	ð Oð 	ð ˜zÐ)Ð)ØˆBà",Ð-=Ô">Ô"DÀQÔ"GÐÝ�tœyÐ)<Ñ=Ô=ÀÑAÀQÑFÑGÔGˆKˆKàˆBåØØ!ØØØØ#ØØØð

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ˆð ˆOˆOˆOØ�ÐÐØˆNˆNˆNð
ˆõ $ØØØØ%-°¢] ]�M�M¸ØØØ"ØØ$Ø&Ý.°rÐ:Ñ:Ô:ð
ñ 
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r   )r   N)
Ú__name__Ú
__module__Ú__qualname__r   r   r   r	   r   rL   Ú__classcell__)r   s   @r   r   r      s{   ø€ € € € € ð
ð 
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ð ðF
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ñ „XðF
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r   r   r   )rD   Útyping_extensionsr   Úspandrel.utilr   r   r   Ú__helpers.model_descriptorr   r	   r
   r   Ú__arch.OmniSRr   r   Ú__all__© r   r   ú<module>rW      sÖ   ðØ €€€à &Ð &Ð &Ð &Ð &Ð &à RÐ RÐ RÐ RÐ RÐ RÐ RÐ RÐ RÐ Rðð ð ð ð ð ð ð ð ð ð ð ð "Ð !Ð !Ð !Ð !Ð !ðR
ð R
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ðj ˜Ð
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